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Muhammad Ikram Ashraf

4 papers hereh-index 161k citations41 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.NI2
  • cs.IT1
  • eess.SP1
same name
  • Muhammad Ikram Ashraf — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162019
collaborators
Showing 2016Show all

2 papers · 1 filter

cs.NI2016

Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach

Cristina Perfecto, Javier Del Ser, Muhammad Ikram Ashraf +2

Millimeter wave (mmWave) communications have been postulated as one of the most disruptive technologies for future 5G systems. Among mmWave bands the 60-GHz radio technology is spe…

cs.NI2016

Exploring Social Networks for Optimized User Association in Wireless Small Cell Networks with Device-to-Device Communications

Muhammad Ikram Ashraf, Mehdi Bennis, Walid Saad +1

In this paper, we propose a novel social network aware approach for user association in wireless small cell networks. The proposed approach exploits social relationships between us…

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